Concepedia

Bayesian Heterogeneity Modeling

Bayesian Heterogeneity Modeling is a statistical framework within Bayesian meta-analysis that characterizes between-study variability through probabilistic modeling of random effects, distinguishing itself by incorporating prior distributions on heterogeneity parameters to quantify uncertainty in effect-size variation across studies.

71

Publications

8.5K

Citations

175

Authors

116

Institutions

Publications per year

2017–2026

32

Parents

Publications

71

A Re-Evaluation of Random-Effects Meta-Analysis

Julian P. T. Higgins, Simon G. Thompson, David J. Spiegelhalter · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2008 · 2.5K citations · Full text

, , +13

The Interpretation of Random-Effects Meta-Analysis in Decision Models

A. E. Ades, G. Lu, Julian P. T. Higgins · Medical Decision Making · 2005 · 888 citations

, , +16

Predicting the extent of heterogeneity in meta-analysis, using empirical data from the Cochrane Database of Systematic Reviews

Rebecca Turner, Jonathan Davey, Mike Clarke et al. · International Journal of Epidemiology · 2012 · 849 citations · Full text

, , +15

BORROWING STRENGTH FROM EXTERNAL TRIALS IN A META-ANALYSIS

Julian P. T. Higgins, Anne Whitehead · Statistics in Medicine · 1996 · 563 citations · Full text

, , +14

Predictive distributions for between‐study heterogeneity and simple methods for their application in Bayesian meta‐analysis

Rebecca Turner, Dan Jackson, Yinghui Wei et al. · Statistics in Medicine · 2014 · 417 citations · Full text

, , +10

1–5 of 71

Authors

175

  1. JP
    Julian P. T. Higgins

    University of Bristol, United Kingdom

    8 publications · 5.9K citations

    8

    h-index

  2. RT
    Rebecca Turner

    MRC Biostatistics Unit, United Kingdom

    6 publications · 2K citations

    6

    h-index

  3. HC
    Haitao Chu

    University of Minnesota, United States

    5 publications · 76 citations

    5

    h-index

  4. SG
    Simon G. Thompson

    University of Cambridge, United Kingdom

    4 publications · 3.8K citations

    4

    h-index

  5. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    3 publications · 232 citations

    3

    h-index

1–5 of 175

Institutions

116

  1. MRC Biostatistics Unit

    Cambridge, United Kingdom

    8 h-index

    21 publications

    7.8K citations

  2. University of Minnesota

    Minneapolis, United States

    5 h-index

    16 publications

    230 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    9 publications

    1.4K citations

  4. University of Bristol

    Bristol, United Kingdom

    4 h-index

    8 publications

    1K citations

  5. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    104 citations

  6. University of Oxford

    Oxford, United Kingdom

    3 h-index

    5 publications

    65 citations

  7. Charles University

    Prague, Czechia

    3 h-index

    6 publications

    114 citations

  8. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    7 publications

    497 citations

1–8 of 116

Venues

  1. Statistics in Medicine

    16 publications · 1.8K citations

    13

    h-index

  2. Statistical Methods in Medical Research

    4 publications · 97 citations

    4

    h-index

  3. 2

    h-index

  4. Crop Science

    2 publications · 73 citations

    2

    h-index

  5. 2

    h-index

1–5